| A Seq2Seq approach to Symbolic Regression | Oct 17, 2020 | Benchmarkingregression | CodeCode Available | 0 |
| OccamNet: A Fast Neural Model for Symbolic Regression at Scale | Jul 16, 2020 | CPUGPU | CodeCode Available | 1 |
| Discovering Symbolic Models from Deep Learning with Inductive Biases | Jun 19, 2020 | Deep LearningSymbolic Regression | CodeCode Available | 2 |
| AI Feynman 2.0: Pareto-optimal symbolic regression exploiting graph modularity | Jun 18, 2020 | regressionSymbolic Regression | CodeCode Available | 1 |
| Symbolic Regression using Mixed-Integer Nonlinear Optimization | Jun 11, 2020 | regressionSymbolic Regression | —Unverified | 0 |
| Learning Functions to Study the Benefit of Multitask Learning | Jun 9, 2020 | Mathematical ProofsSymbolic Regression | —Unverified | 0 |
| Symbolic Pregression: Discovering Physical Laws from Distorted Video | May 19, 2020 | regressionSymbolic Regression | —Unverified | 0 |
| MATE: A Model-based Algorithm Tuning Engine | Apr 27, 2020 | modelSymbolic Regression | —Unverified | 0 |
| Fitness Landscape Analysis of Dimensionally-Aware Genetic Programming Featuring Feynman Equations | Apr 27, 2020 | regressionSymbolic Regression | —Unverified | 0 |
| Swarm Programming Using Moth-Flame Optimization and Whale Optimization Algorithms | Apr 25, 2020 | Symbolic Regression | —Unverified | 0 |
| Symbolic Regression Driven by Training Data and Prior Knowledge | Apr 24, 2020 | regressionSymbolic Regression | —Unverified | 0 |
| Learning a Formula of Interpretability to Learn Interpretable Formulas | Apr 23, 2020 | Meta-Learningregression | CodeCode Available | 1 |
| Traffic Modelling and Prediction via Symbolic Regression on Road Sensor Data | Feb 14, 2020 | Managementregression | —Unverified | 0 |
| Explainable Machine Learning Control -- robust control and stability analysis | Jan 23, 2020 | BIG-bench Machine LearningExplainable Models | —Unverified | 0 |
| Analytic Continued Fractions for Regression: A Memetic Algorithm Approach | Dec 18, 2019 | BIG-bench Machine Learningregression | —Unverified | 0 |
| Deep symbolic regression: Recovering mathematical expressions from data via risk-seeking policy gradients | Dec 10, 2019 | regressionReinforcement Learning | CodeCode Available | 1 |
| Integration of Neural Network-Based Symbolic Regression in Deep Learning for Scientific Discovery | Dec 10, 2019 | Explainable Modelsregression | CodeCode Available | 0 |
| Deep symbolic regression | Sep 25, 2019 | Deep Learningregression | —Unverified | 0 |
| Learning Symbolic Physics with Graph Networks | Sep 12, 2019 | Inductive BiasSymbolic Regression | —Unverified | 0 |
| A Search for the Underlying Equation Governing Similar Systems | Aug 27, 2019 | Symbolic Regression | —Unverified | 0 |
| A New Deterministic Technique for Symbolic Regression | Aug 16, 2019 | regressionSymbolic Regression | —Unverified | 0 |
| Automatic Discovery of Families of Network Generative Processes | Jun 26, 2019 | regressionSymbolic Regression | —Unverified | 0 |
| Symbolic regression by uniform random global search | Jun 18, 2019 | global-optimizationregression | CodeCode Available | 0 |
| Exploration and Exploitation in Symbolic Regression using Quality-Diversity and Evolutionary Strategies Algorithms | Jun 10, 2019 | Diversityregression | —Unverified | 0 |
| Epsilon-Lexicase Selection for Regression | May 30, 2019 | regressionSymbolic Regression | CodeCode Available | 0 |
| AI Feynman: a Physics-Inspired Method for Symbolic Regression | May 27, 2019 | regressionSymbolic Regression | CodeCode Available | 1 |
| A Novel Neural Network-Based Symbolic Regression Method: Neuro-Encoded Expression Programming | Apr 6, 2019 | Evolutionary Algorithmsregression | —Unverified | 0 |
| Improving Model-based Genetic Programming for Symbolic Regression of Small Expressions | Apr 3, 2019 | regressionSymbolic Regression | CodeCode Available | 1 |
| Constructing Parsimonious Analytic Models for Dynamic Systems via Symbolic Regression | Mar 27, 2019 | Decision Makingregression | CodeCode Available | 0 |
| Symbolic Regression Methods for Reinforcement Learning | Mar 22, 2019 | Decision MakingFriction | —Unverified | 0 |
| Data-driven PDE discovery with evolutionary approach | Mar 19, 2019 | Equation DiscoveryForm | —Unverified | 0 |
| Interaction-Transformation Evolutionary Algorithm for Symbolic Regression | Feb 11, 2019 | regressionSymbolic Regression | CodeCode Available | 0 |
| Online Diversity Control in Symbolic Regression via a Fast Hash-based Tree Similarity Measure | Feb 3, 2019 | Diversityregression | —Unverified | 0 |
| Neural-Guided Symbolic Regression with Asymptotic Constraints | Jan 23, 2019 | regressionSymbolic Regression | CodeCode Available | 0 |
| Library Learning for Neurally-Guided Bayesian Program Induction | Dec 1, 2018 | Program inductionregression | —Unverified | 0 |
| Learning Libraries of Subroutines for Neurally–Guided Bayesian Program Induction | Dec 1, 2018 | Program inductionregression | —Unverified | 0 |
| Symbolic regression based genetic approximations of the Colebrook equation for flow friction | Aug 29, 2018 | Frictionregression | —Unverified | 0 |
| Linear Combination of Distance Measures for Surrogate Models in Genetic Programming | Jul 3, 2018 | Symbolic Regression | —Unverified | 0 |
| GP-RVM: Genetic Programing-based Symbolic Regression Using Relevance Vector Machine | Jun 7, 2018 | Evolutionary Algorithmsregression | —Unverified | 0 |
| Analysing Symbolic Regression Benchmarks under a Meta-Learning Approach | May 25, 2018 | Meta-Learningregression | —Unverified | 0 |
| Where are we now? A large benchmark study of recent symbolic regression methods | Apr 25, 2018 | BenchmarkingBIG-bench Machine Learning | CodeCode Available | 0 |
| Solving the Exponential Growth of Symbolic Regression Trees in Geometric Semantic Genetic Programming | Apr 18, 2018 | regressionSymbolic Regression | CodeCode Available | 0 |
| Towards Advanced Phenotypic Mutations in Cartesian Genetic Programming | Mar 16, 2018 | regressionSymbolic Regression | —Unverified | 0 |
| Glyph: Symbolic Regression Tools | Mar 13, 2018 | regressionSymbolic Regression | CodeCode Available | 0 |
| On the Generalizability of Linear and Non-Linear Region of Interest-Based Multivariate Regression Models for fMRI Data | Feb 3, 2018 | Experimental Designregression | —Unverified | 0 |
| A Greedy Search Tree Heuristic for Symbolic Regression | Jan 4, 2018 | regressionSymbolic Regression | —Unverified | 0 |
| Interpretable Policies for Reinforcement Learning by Genetic Programming | Dec 12, 2017 | regressionreinforcement-learning | —Unverified | 0 |
| Globally Optimal Symbolic Regression | Oct 29, 2017 | regressionSymbolic Regression | —Unverified | 0 |
| A probabilistic and multi-objective analysis of lexicase selection and epsilon-lexicase selection | Sep 15, 2017 | Program Synthesisregression | CodeCode Available | 0 |
| P-Tree Programming | Jul 12, 2017 | General ClassificationProgram induction | CodeCode Available | 0 |
